Comprehensive analysis identifies DNA damage repair-related gene HCLS1 associated with good prognosis in lung adenocarcinoma

被引:1
作者
Liu, Tingjun [1 ]
Hu, Ankang [1 ]
Chen, Hao [2 ]
Li, Yan [2 ]
Wang, Yonghui [3 ]
Guo, Yao [3 ]
Liu, Tingya [4 ]
Zhou, Jie [5 ]
Li, Debao [6 ]
Chen, Quangang [3 ]
机构
[1] Xuzhou Med Univ, Ctr Anim Lab, Xuzhou, Jiangsu, Peoples R China
[2] Xuzhou Med Univ, Affiliated Hosp, Resp Dept, Xuzhou, Peoples R China
[3] Xuzhou Med Univ, Sch Life Sci, 209 Tongshan Rd, Xuzhou 221000, Jiangsu, Peoples R China
[4] Xuzhou Med Univ, Affiliated Hosp, Dept Neurol, Xuzhou, Jiangsu, Peoples R China
[5] Xuzhou Med Univ, Clin Coll 2, Xuzhou, Jiangsu, Peoples R China
[6] Xuzhou Med Univ, Sch Imaging, Xuzhou, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
DNA damage repair (DDR); lung adenocarcinoma (LUAD); prognosis; immune microenvironment; HCLS1; IMMUNOTHERAPY; EXPRESSION; PROTEIN;
D O I
10.21037/tcr-23-921
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background: Lung cancer is the leading cause of cancer-associated mortality. Lung adenocarcinoma (LUAD) amounts to more than 40% of all lung malignancies. Therefore, developing clinically useful biomarkers for this disease is critical. DNA damage repair (DDR) is a complicated signal transduction process that ensures genomic stability. DDR should be comprehensively analyzed to elucidate their clinical significance and tumor immune microenvironment interactions. Methods: In this study, DDR-related genes (DRGs) were selected to investigate their prognostic impact on LUAD. A regression-based prognostic model was established based on The Cancer Genome Atlas (TCGA)-LUAD cohort and three external Gene Expression Omnibus (GEO) validation cohorts (GSE31210, GSE68465, and GSE72094). The robust, established model could independently predict the clinical outcomes in patients. Then, the prognostic performance of risk profiles was assessed using a time-dependent receiver operating characteristic (ROC) curve, Cox regression, nomogram, and Kaplan-Meier analyses. Furthermore, the potential biological functions and infiltration status of DRGs in LUAD were investigated with ESTIMATE and CIBERSORT. Finally, the effects of HCLS1 on the clinical features, prognosis, biological function, immune infiltration, and treatment response in LUAD were systematically analyzed. Results: Eleven DRGs were constructed to categorize patients into high- and low-risk groups. The risk score was an independent predictor of overall survival (OS). HCLS1 expression was downregulated in LUAD samples and linked with clinicopathological features. Multivariate Cox regression analysis using the Kaplan-Meier plotter revealed that low HCLS1 expression was independently associated with poor OS. Moreover, the HCLS1 high-expression group had higher immune-related gene expression and ESTIMATE scores. It was positively correlated with the infiltration of M1 macrophages, activated memory CD4 T cells, CD8 T cells, memory B cells, resting dendritic cells, and memory CD4 T cells, Tregs, and neutrophils. Conclusions: A new classification system was developed for LUAD according to DDR characteristics. This stratification has important clinical values, reliable prognosis, and immunotherapy in patients with LUAD. Moreover, HCLS1 is a potential prognostic biomarker of LUAD that correlates with the extent of immune cell infiltration in the tumor microenvironment (TME).
引用
收藏
页码:2613 / +
页数:17
相关论文
共 29 条
[1]   Biology of Poly(ADP-Ribose) Polymerases: The Factotums of Cell Maintenance [J].
Bai, Peter .
MOLECULAR CELL, 2015, 58 (06) :947-958
[2]  
Bray F, 2018, CA-CANCER J CLIN, V68, P394, DOI [10.3322/caac.21492, 10.3322/caac.21609]
[3]   DNA Damage: From Threat to Treatment [J].
Carusillo, Antonio ;
Mussolino, Claudio .
CELLS, 2020, 9 (07)
[4]   The Actin Regulatory Protein HS1 Interacts with Arp2/3 and Mediates Efficient Neutrophil Chemotaxis [J].
Cavnar, Peter J. ;
Mogen, Kevin ;
Berthier, Erwin ;
Beebe, David J. ;
Huttenlocher, Anna .
JOURNAL OF BIOLOGICAL CHEMISTRY, 2012, 287 (30) :25466-25477
[5]   Combining PARP Inhibition, Radiation, and Immunotherapy: A Possible Strategy to Improve the Treatment of Cancer? [J].
Cesaire, Mathieu ;
Thariat, Juliette ;
Candeias, Serge M. ;
Stefan, Dinu ;
Saintigny, Yannick ;
Chevalier, Francois .
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2018, 19 (12)
[6]   Development of tumor mutation burden as an immunotherapy biomarker: utility for the oncology clinic [J].
Chan, T. A. ;
Yarchoan, M. ;
Jaffee, E. ;
Swanton, C. ;
Quezada, S. A. ;
Stenzinger, A. ;
Peters, S. .
ANNALS OF ONCOLOGY, 2019, 30 (01) :44-56
[7]   Hypoxia-related gene signature for predicting LUAD patients' prognosis and immune microenvironment [J].
Chen, Jian ;
Fu, Yin ;
Hu, Jiangwei ;
He, Junming .
CYTOKINE, 2022, 152
[8]   PARP1 enhances lung adenocarcinoma metastasis by novel mechanisms independent of DNA repair [J].
Choi, E-B ;
Yang, A-Y ;
Kim, S. C. ;
Lee, J. ;
Choi, J. K. ;
Choi, C. ;
Kim, M-Y .
ONCOGENE, 2016, 35 (35) :4569-4579
[9]   Consensus clustering of single-cell RNA-seq data by enhancing network affinity [J].
Cui, Yaxuan ;
Zhang, Shaoqiang ;
Liang, Ying ;
Wang, Xiangyun ;
Ferraro, Thomas N. ;
Chen, Yong .
BRIEFINGS IN BIOINFORMATICS, 2021, 22 (06)
[10]   Hematopoietic Lineage Cell-Specific Protein 1 Functions in Concert with the Wiskott-Aldrich Syndrome Protein To Promote Podosome Array Organization and Chemotaxis in Dendritic Cells [J].
Dehring, Deborah A. Klos ;
Clarke, Fiona ;
Ricart, Brendon G. ;
Huang, Yanping ;
Gomez, Timothy S. ;
Williamson, Edward K. ;
Hammer, Daniel A. ;
Billadeau, Daniel D. ;
Argon, Yair ;
Burkhardt, Janis K. .
JOURNAL OF IMMUNOLOGY, 2011, 186 (08) :4805-4818